{"id":"W2083737202","doi":"10.3997/2214-4609.20141899","title":"Streamline-based Reservoir Geomechanics Coupling Strategies for Full Field Simulations","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geomechanics; Reservoir simulation; Coupling (piping); Computer science; Petroleum engineering; Field (mathematics); Reservoir modeling; Geology; Geotechnical engineering; Engineering; Mechanical engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003147246,0.0001721119,0.0001798684,0.000133204,0.0001009701,0.0001439352,0.0001671447,0.0001293261,0.00002395001],"category_scores_gemma":[0.0003728245,0.0001800536,0.00007044311,0.0002104915,0.000006495759,0.0002348264,0.00001436769,0.0001562758,0.000004232731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236401,"about_ca_system_score_gemma":0.0000180093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003311219,"about_ca_topic_score_gemma":0.000003333027,"domain_scores_codex":[0.9991373,0.000002344709,0.0002447469,0.0001835565,0.0001474091,0.0002846411],"domain_scores_gemma":[0.9991616,0.0004091117,0.00003323411,0.00012209,0.0001898464,0.00008411563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000157717,0.000006866841,0.00008353113,0.0002513455,0.00001162647,6.226016e-8,0.00006049846,0.9860185,0.006639733,0.006038855,0.0004884637,0.0003847037],"study_design_scores_gemma":[0.0004874553,0.00009312698,0.00001360777,0.00003991445,0.00001407868,3.711756e-7,0.00006384015,0.9776522,0.005922347,0.006542185,0.008966689,0.0002041879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3125133,0.00003480247,0.6857972,0.0001081722,0.0001615287,0.0001704302,0.000007423062,0.0005299072,0.000677207],"genre_scores_gemma":[0.9388286,0.000003965326,0.06073154,0.00003842122,0.0002378298,0.00004670307,0.00001740985,0.00005141753,0.00004411635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6263153,"threshold_uncertainty_score":0.7342373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271242828426552,"score_gpt":0.2789476415968009,"score_spread":0.2562352133125353,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}